Algunas aplicaciones

George G. Vega Yon


Department of Preventive Medicine
University of Southern California
20 de Diciembre, 2018

Que faltó

Hemos revisado algunos de los modelos más importantes, pero aun así nos faltaron cosas por revisar!

  • GERGM: Generalized Exponential Random Graph Models (using weighted graphs, see Desmarais (2012)).

  • SERGMs: Statistical Exponential Random Graph Models, suitable for large graphs, uses sufficient statistics. (see Chandrasekhar and Jackson 2012)

  • DyNAM: dynamic network actor models (see Stadtfeld, Hollway, and Block 2017).

  • REM: Relational Event Models (see Butts 2008), which are very similar to DyNAMs.

  • ALAAM: Autologistic actor attribute models (see Daraganova and Robins 2013; Kashima et al. 2013)

  • Network Matching (Aral, Muchnik, and Sundararajan 2009)

WHO Framework Convention on Tobacco Control

Modelo tobit \(Y_t =\rho W Y_{t-1} + X\beta + \varepsilon\)

Social Mimicry: Test de permutación

Social Mimicry: Test de permutación (cont.)

¡Gracias!

gvegayon
@gvegayon
ggvy.cl

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Aral, Sinan, Lev Muchnik, and Arun Sundararajan. 2009. “Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks.” Proceedings of the National Academy of Sciences of the United States of America 106 (51): 21544–9. https://doi.org/10.1073/pnas.0908800106.

Butts, Carter T. 2008. “4. A Relational Event Framework for Social Action.” Sociological Methodology 38 (1): 155–200. https://doi.org/10.1111/j.1467-9531.2008.00203.x.

Chandrasekhar, A. G., and M. O. Jackson. 2012. “Tractable and Consistent Random Graph Models.” ArXiv E-Prints, October. http://arxiv.org/abs/1210.7375.

Daraganova, G., and G. Robins. 2013. “Autologistic Actor Attribute Models.” Exponential Random Graph Models for Social Networks: Theory, Methods and Applications, 102–14.

Desmarais, Skyler J., Bruce A. AND Cranmer. 2012. “Statistical Inference for Valued-Edge Networks: The Generalized Exponential Random Graph Model.” PLOS ONE 7 (1): 1–12. https://doi.org/10.1371/journal.pone.0030136.

Kashima, Yoshihisa, Samuel Wilson, Dean Lusher, Leonie J. Pearson, and Craig Pearson. 2013. “The Acquisition of Perceived Descriptive Norms as Social Category Learning in Social Networks.” Social Networks 35 (4): 711–19. https://doi.org/https://doi.org/10.1016/j.socnet.2013.06.002.

Stadtfeld, Christoph, James Hollway, and Per Block. 2017. “Dynamic Network Actor Models: Investigating Coordination Ties Through Time.” Sociological Methodology 47 (1): 1–40. https://doi.org/10.1177/0081175017709295.